Triple
T3094217
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alexei Efros |
E64553
|
entity |
| Predicate | notableStudent |
P4838
|
FINISHED |
| Object |
Richard Zhang
Richard Zhang is a computer vision and machine learning researcher known for influential work in image synthesis, colorization, and generative models.
|
E326791
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Richard Zhang | Statement: [Alexei Efros, notableStudent, Richard Zhang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Richard Zhang Context triple: [Alexei Efros, notableStudent, Richard Zhang]
-
A.
Swae Lee
Swae Lee is an American rapper, singer, and songwriter best known as one half of the hip hop duo Rae Sremmurd and for his melodic, genre-blending solo work and hit collaborations.
-
B.
Zedd
Zedd is a Grammy-winning Russian-German DJ and electronic music producer known for mainstream EDM hits and high-profile pop collaborations.
-
C.
Charlie Puth
Charlie Puth is an American singer, songwriter, and record producer known for his polished pop hits, soulful vocals, and strong background in music theory and production.
-
D.
Khalid
Khalid is an American R&B and pop singer-songwriter known for his smooth vocals and breakout hits like "Location" and "Young Dumb & Broke."
-
E.
Calvin Harris
Calvin Harris is a Scottish DJ, record producer, and songwriter known for his chart-topping electronic dance music and collaborations with major pop artists.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Richard Zhang Triple: [Alexei Efros, notableStudent, Richard Zhang]
Generated description
Richard Zhang is a computer vision and machine learning researcher known for influential work in image synthesis, colorization, and generative models.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Richard Zhang Target entity description: Richard Zhang is a computer vision and machine learning researcher known for influential work in image synthesis, colorization, and generative models.
-
A.
Swae Lee
Swae Lee is an American rapper, singer, and songwriter best known as one half of the hip hop duo Rae Sremmurd and for his melodic, genre-blending solo work and hit collaborations.
-
B.
Zedd
Zedd is a Grammy-winning Russian-German DJ and electronic music producer known for mainstream EDM hits and high-profile pop collaborations.
-
C.
Charlie Puth
Charlie Puth is an American singer, songwriter, and record producer known for his polished pop hits, soulful vocals, and strong background in music theory and production.
-
D.
Khalid
Khalid is an American R&B and pop singer-songwriter known for his smooth vocals and breakout hits like "Location" and "Young Dumb & Broke."
-
E.
Calvin Harris
Calvin Harris is a Scottish DJ, record producer, and songwriter known for his chart-topping electronic dance music and collaborations with major pop artists.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ad857c97d88190b26f9b1c90839c77 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada239a8c88190a746892b56ee7e02 |
completed | March 8, 2026, 4:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b20370aba48190a31ec25bca0a4727 |
completed | March 12, 2026, 12:06 a.m. |
| NEDg | Description generation | batch_69b2046f76488190adef6685544b080e |
completed | March 12, 2026, 12:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2054bca388190ad40b2303ac96373 |
completed | March 12, 2026, 12:14 a.m. |
Created at: March 8, 2026, 3:03 p.m.